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juanhebert/wav2vec2-indonesia

sourceHugging Faceapache-2.0updated 5y agoView on Hugging Face
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wav2vec2-indonesia

This model is a fine-tuned version of juanhebert/wav2vec2-indonesia on the commonvoice "id" dataset. It achieves the following results on the evaluation set:

  • —Loss: 3.0727
  • —Wer: 1.0

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

  • —learning_rate: 0.0001
  • —trainbatchsize: 5
  • —evalbatchsize: 8
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 1000
  • —num_epochs: 2
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossWer
2.87440.682003.03011.0
2.8681.364003.07271.0

Framework versions

  • —Transformers 4.11.3
  • —Pytorch 1.10.0+cu111
  • —Datasets 1.18.3
  • —Tokenizers 0.10.3